{"id":"https://openalex.org/W7161152702","doi":"https://doi.org/10.1016/j.engappai.2026.115022","title":"Biomedical knowledge distillation for fast and accurate drug repurposing via heterogeneous graph neural networks","display_name":"Biomedical knowledge distillation for fast and accurate drug repurposing via heterogeneous graph neural networks","publication_year":2026,"publication_date":"2026-05-15","ids":{"openalex":"https://openalex.org/W7161152702","doi":"https://doi.org/10.1016/j.engappai.2026.115022"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2026.115022","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115022","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083425853","display_name":"Zhie Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148119","display_name":"Luliang University","ror":"https://ror.org/05495v729","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148119"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhi\u2019e Gao","raw_affiliation_strings":["Department of Computer Science and Technology, Lyuliang University, Lvliang, Shanxi, 033001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Lyuliang University, Lvliang, Shanxi, 033001, China","institution_ids":["https://openalex.org/I4210148119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136186863","display_name":"HongSong Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148119","display_name":"Luliang University","ror":"https://ror.org/05495v729","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148119"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"HongSong Dong","raw_affiliation_strings":["Department of Computer Science and Technology, Lyuliang University, Lvliang, Shanxi, 033001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Lyuliang University, Lvliang, Shanxi, 033001, China","institution_ids":["https://openalex.org/I4210148119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136166123","display_name":"Li Xin Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148119","display_name":"Luliang University","ror":"https://ror.org/05495v729","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148119"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, Lyuliang University, Lvliang, Shanxi, 033001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Lyuliang University, Lvliang, Shanxi, 033001, China","institution_ids":["https://openalex.org/I4210148119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009803175","display_name":"Ramin Taghinejad","orcid":null},"institutions":[{"id":"https://openalex.org/I35913352","display_name":"Prague University of Economics and Business","ror":"https://ror.org/029ecwj92","country_code":"CZ","type":"education","lineage":["https://openalex.org/I35913352"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ramin Taghinejad","raw_affiliation_strings":["Faculty of Management, Prague University of economics and business, Jindrichuv Heradec, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management, Prague University of economics and business, Jindrichuv Heradec, Czech Republic","institution_ids":["https://openalex.org/I35913352"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083425853"],"corresponding_institution_ids":["https://openalex.org/I4210148119"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.58882188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"178","issue":null,"first_page":"115022","last_page":"115022"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.40119999647140503,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.40119999647140503,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.16200000047683716,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.07919999957084656,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.6011000275611877},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5406000018119812},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4896000027656555},{"id":"https://openalex.org/keywords/repurposing","display_name":"Repurposing","score":0.4343999922275543},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.3668999969959259},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.311599999666214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9226999878883362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6079000234603882},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.6011000275611877},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5406000018119812},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5291000008583069},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4896000027656555},{"id":"https://openalex.org/C519536355","wikidata":"https://www.wikidata.org/wiki/Q21021151","display_name":"Repurposing","level":2,"score":0.4343999922275543},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.3668999969959259},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.311599999666214},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3021000027656555},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.2745000123977661},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.2628999948501587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2026.115022","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115022","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6002793312072754}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1992155192","https://openalex.org/W2029124536","https://openalex.org/W2062941476","https://openalex.org/W2111459732","https://openalex.org/W2144969187","https://openalex.org/W2145578524","https://openalex.org/W2273267066","https://openalex.org/W2612436700","https://openalex.org/W2767547957","https://openalex.org/W2767891136","https://openalex.org/W2896002881","https://openalex.org/W2907492528","https://openalex.org/W2942559242","https://openalex.org/W2946099214","https://openalex.org/W2949311246","https://openalex.org/W2961798429","https://openalex.org/W2963351448","https://openalex.org/W2965857891","https://openalex.org/W2976197289","https://openalex.org/W3009999522","https://openalex.org/W3035503910","https://openalex.org/W3084482269","https://openalex.org/W3093030756","https://openalex.org/W3127559895","https://openalex.org/W3152893301","https://openalex.org/W3154646048","https://openalex.org/W3177828909","https://openalex.org/W4214655709","https://openalex.org/W4226144696","https://openalex.org/W4297458751","https://openalex.org/W4385605480","https://openalex.org/W4387847047","https://openalex.org/W4389131658","https://openalex.org/W4390146615","https://openalex.org/W4391609213","https://openalex.org/W4399546339","https://openalex.org/W4399565317","https://openalex.org/W4399864464","https://openalex.org/W4399940476","https://openalex.org/W4400041356","https://openalex.org/W4402900312","https://openalex.org/W4403262390","https://openalex.org/W4406963231","https://openalex.org/W4408913710","https://openalex.org/W4409252987","https://openalex.org/W4410910495","https://openalex.org/W4411189459","https://openalex.org/W4412725958","https://openalex.org/W4412999828","https://openalex.org/W4413100503","https://openalex.org/W4415615042"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2026-05-15T00:00:00"}
